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Chronicles

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Anthropic details distillation efforts by Chinese companies, like Moonshot and DeepSeek, sending user queries to Claude via “transfer stations” outside China

Wall Street Journal:

Wall Street Journal

Context & Ripple Effects

Anthropic had already alleged that DeepSeek, MiniMax, and Moonshot made more than 16 million Claude prompts for distillation, and its July effort to close access loopholes involving cloud providers and overseas subsidiaries suggested the problem extended beyond ordinary API enforcement.

The reported transfer-station route connects that dispute to a commercial underground market for Claude access in China. It turns an alleged terms-of-service breach into an access-control problem involving intermediaries that sit between a frontier-model provider and overseas users.

First-order effects

  • Anthropic can focus enforcement on the transfer-station accounts and routing patterns identified in its account, rather than treating DeepSeek and Moonshot’s alleged Claude use as isolated customer violations.
  • DeepSeek and Moonshot face greater risk that an alleged source of high-volume Claude outputs for distillation is disrupted, while Anthropic strengthens its case that the activity violated its terms.

Second-order effects

  • Transfer-station operators, cloud providers, and overseas subsidiaries become the practical chokepoints: Anthropic’s earlier loophole-closing effort puts more pressure on intermediaries that can mask an end user’s location or identity.
  • Chinese AI developers seeking access to restricted frontier APIs face a less reliable procurement channel, making access controls and account verification part of the competitive cost of model development.

Third-order effects

  • If providers continue tying account enforcement to routing intelligence, frontier-model APIs will be governed less like globally neutral software services and more like controlled infrastructure whose availability depends on geography, intermediaries, and compliance screening.

The trend: Model access is becoming a geopolitical control point, with API providers extending enforcement from direct customers to the networks that broker cross-border use.

Discussion

  • r/singularity r on reddit
    Chinese AI Giants Accused of Sending Millions of User Queries to U.S. Models- WSJ
  • @niubi Bill Bishop on x
    The MSS is going to love this one. USG probably did
  • @aliceisplaying Alice on x
    “Moonshot serves Claude instead of Kimi and collects exchanges for model training” looooooooooooooooooool
  • @niubi Bill Bishop on x
    puts moonshot and its CEO whom media has been fawning over in a bit of a different light
  • @niubi Bill Bishop on x
    this report documents clear violations of PRC law by PRC entities. Anthropic should offer to forward its detailed findings to the Ministry of Public Security through the FBI's channel, would be a good example of US-China law enforcement cooperation:
  • @firstadopter Tae Kim on x
    DeepSeek and Kimi are now clearly scummy deceptive cheaters. Companies should use more legitimate open source models like Nemotron.
  • @suchenzang Susan Zhang on x
    anthropic: paying customers are stealing from us! meta ai/TBD/MSL: tyvm zhipu & moonshot! how much for your claude traces? mad respect for the hustle, all!
  • @bakkermichiel Michiel Bakker on x
    Looks like Moonshot (Kimi) indeed had access to raw CoTs from Claude for distillation like the paper from @kotekjedi_ml et al suggested. Absolutely insane! Wonder how much closing this loophole will impact the performance of Kimi 4, 5, 6, 7...